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En-Zu_update
kabelomalapane/En-Zu_update
En-Zu_update is a translation model from kabelomalapane. Use it when you need text moved from one language to another. It is set up for transformers. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Translation
- Library
- transformers
- License
- apache-2.0
- Model type
- marian
- Access
- Public
- Created
- Jul 28, 2022
- Updated
- Jul 28, 2022
- SHA
- e2f46361
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Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
En-Zu_update
This model is a fine-tuned version of kabelomalapane/test_model1.2_updated on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.7101
- Bleu: 11.8551
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 2e-05
- train_batch_size: 16
- eval_batch_size: 32
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss | Bleu |
|---|---|---|---|---|
| 1.9111 | 1.0 | 1173 | 1.7594 | 11.7012 |
| 1.7191 | 2.0 | 2346 | 1.7279 | 12.0250 |
| 1.5709 | 3.0 | 3519 | 1.7172 | 10.6222 |
| 1.4924 | 4.0 | 4692 | 1.7042 | 11.4224 |
| 1.4188 | 5.0 | 5865 | 1.7051 | 11.4330 |
| 1.3566 | 6.0 | 7038 | 1.6972 | 11.5300 |
| 1.3141 | 7.0 | 8211 | 1.7041 | 11.4339 |
| 1.2641 | 8.0 | 9384 | 1.7064 | 11.4030 |
| 1.2437 | 9.0 | 10557 | 1.7079 | 11.4014 |
| 1.2333 | 10.0 | 11730 | 1.7101 | 11.5164 |
Framework versions
- Transformers 4.21.0
- Pytorch 1.12.0+cu113
- Datasets 2.4.0
- Tokenizers 0.12.1
- Task
- Translation
- Library
- transformers
- Type
- marian
- License
- apache-2.0
- Created
- Jul 28, 2022
- Updated
- Jul 28, 2022